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学生对 University of Alberta 提供的 Fundamentals of Reinforcement Learning 的评价和反馈

4.8
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2,886 个评分

课程概述

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts with the world. Understanding the importance and challenges of learning agents that make decisions is of vital importance today, with more and more companies interested in interactive agents and intelligent decision-making. This course introduces you to the fundamentals of Reinforcement Learning. When you finish this course, you will: - Formalize problems as Markov Decision Processes - Understand basic exploration methods and the exploration/exploitation tradeoff - Understand value functions, as a general-purpose tool for optimal decision-making - Know how to implement dynamic programming as an efficient solution approach to an industrial control problem This course teaches you the key concepts of Reinforcement Learning, underlying classic and modern algorithms in RL. After completing this course, you will be able to start using RL for real problems, where you have or can specify the MDP. This is the first course of the Reinforcement Learning Specialization....

热门审阅

MN

Apr 11, 2024

The concepts may sound confusing in the beginning, but as you go forward you find it interesting and understanding. I suggest you completely read the reading assignments before watching the videos.

KS

Sep 1, 2019

All the concepts were well explained and this course was perhaps the best I have found for RL.Great efforts have been put into making the course and It goes well in line with the suggested textbook.

筛选依据：

476 - Fundamentals of Reinforcement Learning 的 500 个评论（共 688 个）

创建者 UBALDO B

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Feb 10, 2021

well-organized course !!!!!

创建者 Akram Y

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Jun 18, 2020

Nice and informative course

创建者 Heidy A B

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May 7, 2025

Muy interesante y completo

创建者 Aissa B

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Jun 14, 2024

Amazing Course. Thank you!

创建者 Wong H S

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Jul 3, 2020

Really good course content

创建者 Andrew D G

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Aug 24, 2019

A really excellent course!

创建者 Ali N

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Sep 23, 2023

It was really fundamental

创建者 Shaji, N

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Aug 13, 2019

It is the perfect course.

创建者 Zaur A

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May 4, 2025

İT İS REALLY FASCİNATİNG

创建者 Olga W

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Jul 23, 2020

Very good for developers

创建者 reza h

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Feb 15, 2025

A course without rivals

创建者 Steven H

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Jun 23, 2020

Excellent course on RL!

创建者 Payam M

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Nov 16, 2019

I learned a lot! Thanks

创建者 Ashish S

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Sep 7, 2019

learned a lot, thanks !

创建者 Nataliia O

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Aug 5, 2024

a very engaging course

创建者 Sergey M

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Oct 12, 2021

Well organized course!

创建者 Aswin R S

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May 1, 2020

Good introdution to RL

创建者 Shenyi W

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Mar 1, 2020

It's worth to learn it

创建者 yoosung b

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Oct 9, 2022

very good lectures !

创建者 Baorui W

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May 24, 2020

it's really practical

创建者 Marvin F

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Aug 3, 2019

Good introduction :-)

创建者 Fabrice L

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Nov 14, 2020

Very well explained.

创建者 Hamora H

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Aug 12, 2020

Very Good for me :)!

创建者 송준영

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Apr 13, 2020

thx for good lecture

创建者 Vajra G

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Apr 1, 2020

The best RL course!